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Predicting Energy Demand with Tensor Factor Models

stat.AP · 2025-02-10 · unverdicted · novelty 5.0

Tensor factor models on weekly electricity demand tensors (hours × days × providers) outperform vector factor models and functional time series methods in forecasting accuracy while yielding interpretable seasonal factors.

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  • Predicting Energy Demand with Tensor Factor Models stat.AP · 2025-02-10 · unverdicted · none · ref 12

    Tensor factor models on weekly electricity demand tensors (hours × days × providers) outperform vector factor models and functional time series methods in forecasting accuracy while yielding interpretable seasonal factors.